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EMNLP-IJCNLP 2019
Conference paper

Automatic taxonomy induction and expansion

EMNLP-IJCNLP 2019
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Abstract

The Knowledge Graph Induction Service (KGIS) is an end-to-end knowledge induction system. One of its main capabilities is to automatically induce taxonomies1 from input documents using a hybrid approach that takes advantage of linguistic patterns, semantic web and neural networks. KGIS allows the user to semi-automatically curate and expand the induced taxonomy through a component called smart spreadsheet by exploiting distributional semantics. In this paper, we describe these taxonomy induction and expansion features of KGIS. A screencast video demonstrating the system is available in https://ibm.box.com/v/emnlp-2019-demo .

Date

03 Nov 2019

Publication

EMNLP-IJCNLP 2019

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